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oracle-deep-data-security-lab/scenarios/06-rag-vector-classified-docs/evidence/expected-results.md
Rodrigo 5fa6b34d1e
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Improve RAG vector classified docs scenario
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# Expected Results
## Before Oracle Deep Data Security
- A broad legacy retrieval role can return `HR_CONFIDENTIAL`, `LEGAL_CONFIDENTIAL`, and `EXECUTIVE_CONFIDENTIAL` chunks.
- A regular employee such as `nina` may receive sensitive chunks in the RAG context before the LLM generates an answer.
## After Oracle Deep Data Security
- `nina` retrieves only `PUBLIC` and `INTERNAL` chunks.
- `heitor` retrieves `HR_CONFIDENTIAL` plus public/internal chunks.
- `sofia` retrieves `LEGAL_CONFIDENTIAL` plus public/internal chunks.
- `carlos` retrieves all classifications through the executive role.
- The RAG layer receives only chunks authorized by the database policy.